The economic argument for AI tools in bootstrapped businesses is straightforward enough that it barely needs to be made: tasks that previously required a specialist — copywriter, researcher, coder, translator, analyst — can now be partially or fully handled by a language model at a cost that has dropped to near-zero in the space of a few years. For a business whose central constraint is human time rather than capital, this is one of the more significant structural changes in living memory. What it means in practice is not that AI replaces the operator but that the operator can now execute across a wider set of competencies than any individual has ever been able to span before.